Evidence map›Paper›PMID 41012857›Full record

ArticleSensors (Basel, Switzerland)2025

Synergy of Information in Multimodal Internet of Things Systems-Discovering the Impact of Daily Behaviour Routines on Physical Activity Level.

Mohsen Shirali, Zahra Ahmadi, Jose Luis Bayo-Monton, Zoe Valero-Ramon, Carlos Fernandez-Llatas

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mohsen ShiraliDepartment of Computing Science and Engineering (INGI), Université Catholique de Louvain (UCLouvain), 1348 Louvain-la-Neuve, Belgium.ORCID 0000-0003-0584-4360
Zahra AhmadiResearch Centre for Information Systems Engineering (LIRIS), KU Leuven, 1000 Brussels, Belgium.ORCID 0000-0002-2313-5392
Jose Luis Bayo-MontonProcess Mining 4 Health Lab-SABIEN-ITACA Institute, Universitat Politècnica de València, 46022 Valencia, Spain.ORCID 0000-0003-2602-6367
Zoe Valero-RamonProcess Mining 4 Health Lab-SABIEN-ITACA Institute, Universitat Politècnica de València, 46022 Valencia, Spain.ORCID 0000-0002-4903-3896
Carlos Fernandez-LlatasProcess Mining 4 Health Lab-SABIEN-ITACA Institute, Universitat Politècnica de València, 46022 Valencia, Spain.ORCID 0000-0002-2819-5597

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ExerciseInternet of ThingsAgedCOVID-19Health BehaviorHumansSARS-CoV-2SmartphoneWearable Electronic Devicesbehaviour modellingInternet of Thingsmultimodalityphysical activity monitoringprocess miningsynergy

Identifiers

PMID41012857
PMCPMC12473210

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.